Report for test data

Dataset statistics

Number of variables	26
Number of observations	20631
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.1 MiB
Average record size in memory	208.0 B

Variable types

Numeric	18
Categorical	8

Alerts

`setting_3` has constant value "100.0"	Constant
`Tag1` has constant value "518.67"	Constant
`Tag5` has constant value "14.62"	Constant
`Tag10` has constant value "1.3"	Constant
`Tag16` has constant value "0.03"	Constant
`Tag18` has constant value "2388"	Constant
`Tag19` has constant value "100.0"	Constant
`runtime` is highly correlated with `Tag2` and 9 other fields	High correlation
`Tag2` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag3` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag4` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag7` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag8` is highly correlated with `Tag2` and 10 other fields	High correlation
`Tag9` is highly correlated with `Tag14`	High correlation
`Tag11` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag12` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag13` is highly correlated with `Tag2` and 10 other fields	High correlation
`Tag14` is highly correlated with `Tag9`	High correlation
`Tag15` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag17` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag20` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag21` is highly correlated with `runtime` and 11 other fields	High correlation
`runtime` is highly correlated with `Tag2` and 9 other fields	High correlation
`Tag2` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag3` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag4` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag7` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag8` is highly correlated with `Tag2` and 10 other fields	High correlation
`Tag9` is highly correlated with `Tag14`	High correlation
`Tag11` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag12` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag13` is highly correlated with `Tag2` and 10 other fields	High correlation
`Tag14` is highly correlated with `Tag9`	High correlation
`Tag15` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag17` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag20` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag21` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag2` is highly correlated with `Tag4` and 2 other fields	High correlation
`Tag4` is highly correlated with `Tag2` and 9 other fields	High correlation
`Tag7` is highly correlated with `Tag4` and 8 other fields	High correlation
`Tag8` is highly correlated with `Tag4` and 5 other fields	High correlation
`Tag9` is highly correlated with `Tag14`	High correlation
`Tag11` is highly correlated with `Tag2` and 9 other fields	High correlation
`Tag12` is highly correlated with `Tag2` and 9 other fields	High correlation
`Tag13` is highly correlated with `Tag4` and 5 other fields	High correlation
`Tag14` is highly correlated with `Tag9`	High correlation
`Tag15` is highly correlated with `Tag4` and 5 other fields	High correlation
`Tag17` is highly correlated with `Tag4` and 3 other fields	High correlation
`Tag20` is highly correlated with `Tag4` and 3 other fields	High correlation
`Tag21` is highly correlated with `Tag4` and 3 other fields	High correlation
`Tag19` is highly correlated with `Tag16` and 6 other fields	High correlation
`Tag16` is highly correlated with `Tag19` and 6 other fields	High correlation
`Tag1` is highly correlated with `Tag19` and 6 other fields	High correlation
`Tag6` is highly correlated with `Tag19` and 6 other fields	High correlation
`Tag5` is highly correlated with `Tag19` and 6 other fields	High correlation
`setting_3` is highly correlated with `Tag19` and 6 other fields	High correlation
`Tag10` is highly correlated with `Tag19` and 6 other fields	High correlation
`Tag18` is highly correlated with `Tag19` and 6 other fields	High correlation
`runtime` is highly correlated with `Tag2` and 11 other fields	High correlation
`Tag2` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag3` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag4` is highly correlated with `runtime` and 12 other fields	High correlation
`Tag7` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag8` is highly correlated with `Tag2` and 12 other fields	High correlation
`Tag9` is highly correlated with `runtime` and 4 other fields	High correlation
`Tag11` is highly correlated with `runtime` and 12 other fields	High correlation
`Tag12` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag13` is highly correlated with `Tag2` and 12 other fields	High correlation
`Tag14` is highly correlated with `runtime` and 6 other fields	High correlation
`Tag15` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag17` is highly correlated with `runtime` and 13 other fields	High correlation
`Tag20` is highly correlated with `runtime` and 11 other fields	High correlation
`Tag21` is highly correlated with `runtime` and 11 other fields	High correlation
`setting_1` has 413 (2.0%) zeros	Zeros
`setting_2` has 2070 (10.0%) zeros	Zeros

Reproduction

Analysis started	2022-03-16 19:51:09.605000
Analysis finished	2022-03-16 19:51:41.050169
Duration	31.45 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

Asset id
Real number (ℝ_≥0)

Distinct	100
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.50656779

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	26
median	52
Q3	77
95-th percentile	96
Maximum	100
Range	99
Interquartile range (IQR)	51

Descriptive statistics

Standard deviation	29.22763291
Coefficient of variation (CV)	0.5674544852
Kurtosis	-1.219824128
Mean	51.50656779
Median Absolute Deviation (MAD)	26
Skewness	-0.06781523411
Sum	1062632
Variance	854.2545255
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69	362	1.8%
92	341	1.7%
96	336	1.6%
67	313	1.5%
83	293	1.4%
2	287	1.4%
95	283	1.4%
64	283	1.4%
86	278	1.3%
17	276	1.3%
Other values (90)	17579	85.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	192	0.9%
2	287	1.4%
3	179	0.9%
4	189	0.9%
5	269	1.3%
6	188	0.9%
7	259	1.3%
8	150	0.7%
9	201	1.0%
10	222	1.1%

Value	Count	Frequency (%)
100	200	1.0%
99	185	0.9%
98	156	0.8%
97	202	1.0%
96	336	1.6%
95	283	1.4%
94	258	1.3%
93	155	0.8%
92	341	1.7%
91	135	0.7%

runtime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	362
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108.807862

Minimum	1
Maximum	362
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	1
5-th percentile	11
Q1	52
median	104
Q3	156
95-th percentile	230
Maximum	362
Range	361
Interquartile range (IQR)	104

Descriptive statistics

Standard deviation	68.88099018
Coefficient of variation (CV)	0.6330515915
Kurtosis	-0.2185391031
Mean	108.807862
Median Absolute Deviation (MAD)	52
Skewness	0.4999039653
Sum	2244815
Variance	4744.590808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	100	0.5%
66	100	0.5%
97	100	0.5%
96	100	0.5%
95	100	0.5%
94	100	0.5%
93	100	0.5%
91	100	0.5%
90	100	0.5%
89	100	0.5%
Other values (352)	19631	95.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	100	0.5%
2	100	0.5%
3	100	0.5%
4	100	0.5%
5	100	0.5%
6	100	0.5%
7	100	0.5%
8	100	0.5%
9	100	0.5%
10	100	0.5%

Value	Count	Frequency (%)
362	1	< 0.1%
361	1	< 0.1%
360	1	< 0.1%
359	1	< 0.1%
358	1	< 0.1%
357	1	< 0.1%
356	1	< 0.1%
355	1	< 0.1%
354	1	< 0.1%
353	1	< 0.1%

setting_1
Real number (ℝ)

ZEROS

Distinct	158
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8.870146866 × 10^-6

Minimum	-0.0087
Maximum	0.0087
Zeros	413
Zeros (%)	2.0%
Negative	10061
Negative (%)	48.8%
Memory size	161.3 KiB

Quantile statistics

Minimum	-0.0087
5-th percentile	-0.0037
Q1	-0.0015
median	0
Q3	0.0015
95-th percentile	0.0036
Maximum	0.0087
Range	0.0174
Interquartile range (IQR)	0.003

Descriptive statistics

Standard deviation	0.002187313449
Coefficient of variation (CV)	-246.5926982
Kurtosis	-0.009131624273
Mean	-8.870146866 × 10^-6
Median Absolute Deviation (MAD)	0.0015
Skewness	-0.02476626674
Sum	-0.183
Variance	4.784340124 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	413	2.0%
0.0002	398	1.9%
0.0004	394	1.9%
-0.0005	390	1.9%
0.0001	382	1.9%
0.0005	381	1.8%
0.0006	379	1.8%
-0.0006	375	1.8%
0.0003	364	1.8%
0.0009	362	1.8%
Other values (148)	16793	81.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.0087	1	< 0.1%
-0.0086	1	< 0.1%
-0.0084	1	< 0.1%
-0.0081	2	< 0.1%
-0.0078	1	< 0.1%
-0.0075	1	< 0.1%
-0.0074	3	< 0.1%
-0.0073	1	< 0.1%
-0.0072	2	< 0.1%
-0.007	2	< 0.1%

Value	Count	Frequency (%)
0.0087	1	< 0.1%
0.0083	1	< 0.1%
0.0077	1	< 0.1%
0.0076	1	< 0.1%
0.0074	3	< 0.1%
0.0073	1	< 0.1%
0.0072	4	< 0.1%
0.0071	2	< 0.1%
0.007	2	< 0.1%
0.0069	2	< 0.1%

setting_2
Real number (ℝ)

ZEROS

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.350831273 × 10^-6

Minimum	-0.0006
Maximum	0.0006
Zeros	2070
Zeros (%)	10.0%
Negative	9225
Negative (%)	44.7%
Memory size	161.3 KiB

Quantile statistics

Minimum	-0.0006
5-th percentile	-0.0004
Q1	-0.0002
median	0
Q3	0.0003
95-th percentile	0.0005
Maximum	0.0006
Range	0.0012
Interquartile range (IQR)	0.0005

Descriptive statistics

Standard deviation	0.0002930621246
Coefficient of variation (CV)	124.6631895
Kurtosis	-1.130447016
Mean	2.350831273 × 10^-6
Median Absolute Deviation (MAD)	0.0003
Skewness	0.009085119712
Sum	0.0485
Variance	8.588540886 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
-0.0003	2104	10.2%
0.0001	2097	10.2%
0	2070	10.0%
0.0003	2065	10.0%
-0.0004	2051	9.9%
-0.0002	2049	9.9%
0.0002	2038	9.9%
-0.0001	2029	9.8%
0.0004	1997	9.7%
0.0005	1068	5.2%
Other values (3)	1063	5.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.0006	34	0.2%
-0.0005	958	4.6%
-0.0004	2051	9.9%
-0.0003	2104	10.2%
-0.0002	2049	9.9%
-0.0001	2029	9.8%
0	2070	10.0%
0.0001	2097	10.2%
0.0002	2038	9.9%
0.0003	2065	10.0%

Value	Count	Frequency (%)
0.0006	71	0.3%
0.0005	1068	5.2%
0.0004	1997	9.7%
0.0003	2065	10.0%
0.0002	2038	9.9%
0.0001	2097	10.2%
0	2070	10.0%
-0.0001	2029	9.8%
-0.0002	2049	9.9%
-0.0003	2104	10.2%

setting_3
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	161.3 KiB

100.0	20631

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	100.0
2nd row	100.0
3rd row	100.0
4th row	100.0
5th row	100.0

Common Values

Value	Count	Frequency (%)
100.0	20631	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
100.0	20631	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Tag1
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	161.3 KiB

518.67	20631

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	518.67
2nd row	518.67
3rd row	518.67
4th row	518.67
5th row	518.67

Common Values

Value	Count	Frequency (%)
518.67	20631	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
518.67	20631	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Tag2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	310
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	642.6809335

Minimum	641.21
Maximum	644.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	641.21
5-th percentile	641.92
Q1	642.325
median	642.64
Q3	643
95-th percentile	643.58
Maximum	644.53
Range	3.32
Interquartile range (IQR)	0.675

Descriptive statistics

Standard deviation	0.5000532701
Coefficient of variation (CV)	0.000778073915
Kurtosis	-0.1120429443
Mean	642.6809335
Median Absolute Deviation (MAD)	0.34
Skewness	0.3165258909
Sum	13259150.34
Variance	0.2500532729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
642.5	190	0.9%
642.56	189	0.9%
642.53	188	0.9%
642.6	184	0.9%
642.67	179	0.9%
642.44	175	0.8%
642.63	175	0.8%
642.57	172	0.8%
642.64	168	0.8%
642.73	167	0.8%
Other values (300)	18844	91.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
641.21	1	< 0.1%
641.25	2	< 0.1%
641.27	3	< 0.1%
641.3	4	< 0.1%
641.31	1	< 0.1%
641.32	2	< 0.1%
641.33	2	< 0.1%
641.34	1	< 0.1%
641.35	1	< 0.1%
641.36	2	< 0.1%

Value	Count	Frequency (%)
644.53	2	< 0.1%
644.5	1	< 0.1%
644.47	1	< 0.1%
644.44	1	< 0.1%
644.39	1	< 0.1%
644.37	1	< 0.1%
644.35	1	< 0.1%
644.34	1	< 0.1%
644.31	1	< 0.1%
644.3	2	< 0.1%

Tag3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3012
Distinct (%)	14.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1590.523119

Minimum	1571.04
Maximum	1616.91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	1571.04
5-th percentile	1581.11
Q1	1586.26
median	1590.1
Q3	1594.38
95-th percentile	1601.47
Maximum	1616.91
Range	45.87
Interquartile range (IQR)	8.12

Descriptive statistics

Standard deviation	6.13114952
Coefficient of variation (CV)	0.00385480063
Kurtosis	0.007761822403
Mean	1590.523119
Median Absolute Deviation (MAD)	4.05
Skewness	0.3089458061
Sum	32814082.46
Variance	37.59099443
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1590.1	27	0.1%
1589.76	26	0.1%
1589.98	25	0.1%
1592.11	25	0.1%
1587.86	24	0.1%
1584.95	23	0.1%
1590.54	23	0.1%
1589.08	23	0.1%
1589.44	23	0.1%
1587.82	22	0.1%
Other values (3002)	20390	98.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1571.04	1	< 0.1%
1571.06	1	< 0.1%
1571.84	1	< 0.1%
1571.99	1	< 0.1%
1572.34	1	< 0.1%
1572.4	1	< 0.1%
1572.46	1	< 0.1%
1572.67	1	< 0.1%
1572.76	1	< 0.1%
1572.98	1	< 0.1%

Value	Count	Frequency (%)
1616.91	1	< 0.1%
1614.93	1	< 0.1%
1614.72	1	< 0.1%
1613.62	1	< 0.1%
1613.29	1	< 0.1%
1612.88	1	< 0.1%
1612.63	1	< 0.1%
1612.11	1	< 0.1%
1611.92	1	< 0.1%
1611.57	1	< 0.1%

Tag4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4051
Distinct (%)	19.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1408.933782

Minimum	1382.25
Maximum	1441.49
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	1382.25
5-th percentile	1395.62
Q1	1402.36
median	1408.04
Q3	1414.555
95-th percentile	1425.67
Maximum	1441.49
Range	59.24
Interquartile range (IQR)	12.195

Descriptive statistics

Standard deviation	9.000604781
Coefficient of variation (CV)	0.006388238324
Kurtosis	-0.1636808632
Mean	1408.933782
Median Absolute Deviation (MAD)	6.04
Skewness	0.4431943409
Sum	29067712.85
Variance	81.01088642
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1409.01	20	0.1%
1404.47	18	0.1%
1407.15	18	0.1%
1407.02	18	0.1%
1414.03	18	0.1%
1410.54	18	0.1%
1403.23	17	0.1%
1407.18	16	0.1%
1410.57	16	0.1%
1401.27	16	0.1%
Other values (4041)	20456	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1382.25	1	< 0.1%
1385.19	1	< 0.1%
1385.75	1	< 0.1%
1386.29	1	< 0.1%
1386.43	1	< 0.1%
1386.69	1	< 0.1%
1387.16	1	< 0.1%
1387.36	1	< 0.1%
1387.38	1	< 0.1%
1387.5	1	< 0.1%

Value	Count	Frequency (%)
1441.49	1	< 0.1%
1438.96	1	< 0.1%
1438.51	1	< 0.1%
1438.41	1	< 0.1%
1438.22	1	< 0.1%
1438.16	1	< 0.1%
1438.1	1	< 0.1%
1437.98	1	< 0.1%
1437.88	1	< 0.1%
1437.81	1	< 0.1%

Tag5
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	161.3 KiB

14.62	20631

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	14.62
2nd row	14.62
3rd row	14.62
4th row	14.62
5th row	14.62

Common Values

Value	Count	Frequency (%)
14.62	20631	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
14.62	20631	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Tag6
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	161.3 KiB

21.61	20225
21.6	406

Length

Max length	5
Median length	5
Mean length	4.980320876
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	21.61
2nd row	21.61
3rd row	21.61
4th row	21.61
5th row	21.61

Common Values

Value	Count	Frequency (%)
21.61	20225	98.0%
21.6	406	2.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
21.61	20225	98.0%
21.6	406	2.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Tag7
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	513
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	553.3677112

Minimum	549.85
Maximum	556.06
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	549.85
5-th percentile	551.74
Q1	552.81
median	553.44
Q3	554.01
95-th percentile	554.69
Maximum	556.06
Range	6.21
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	0.8850922577
Coefficient of variation (CV)	0.001599464948
Kurtosis	-0.1579492184
Mean	553.3677112
Median Absolute Deviation (MAD)	0.6
Skewness	-0.394328939
Sum	11416529.25
Variance	0.7833883046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
553.62	116	0.6%
553.76	115	0.6%
553.72	110	0.5%
553.94	110	0.5%
553.43	108	0.5%
553.74	107	0.5%
553.75	106	0.5%
554	105	0.5%
553.9	104	0.5%
553.52	103	0.5%
Other values (503)	19547	94.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
549.85	1	< 0.1%
550.34	1	< 0.1%
550.35	1	< 0.1%
550.42	1	< 0.1%
550.43	1	< 0.1%
550.48	2	< 0.1%
550.49	1	< 0.1%
550.5	1	< 0.1%
550.51	2	< 0.1%
550.52	1	< 0.1%

Value	Count	Frequency (%)
556.06	1	< 0.1%
555.86	1	< 0.1%
555.72	1	< 0.1%
555.7	1	< 0.1%
555.67	1	< 0.1%
555.66	1	< 0.1%
555.64	1	< 0.1%
555.61	1	< 0.1%
555.6	1	< 0.1%
555.58	1	< 0.1%

Tag8
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	53
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2388.096652

Minimum	2387.9
Maximum	2388.56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	2387.9
5-th percentile	2387.99
Q1	2388.05
median	2388.09
Q3	2388.14
95-th percentile	2388.22
Maximum	2388.56
Range	0.66
Interquartile range (IQR)	0.09

Descriptive statistics

Standard deviation	0.07098547889
Coefficient of variation (CV)	2.972470936 × 10^-5
Kurtosis	0.3331490099
Mean	2388.096652
Median Absolute Deviation (MAD)	0.05
Skewness	0.4794108607
Sum	49268822.02
Variance	0.005038938213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2388.11	1181	5.7%
2388.1	1159	5.6%
2388.09	1149	5.6%
2388.08	1126	5.5%
2388.07	1077	5.2%
2388.12	1069	5.2%
2388.06	1050	5.1%
2388.13	1033	5.0%
2388.05	1013	4.9%
2388.04	910	4.4%
Other values (43)	9864	47.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2387.9	1	< 0.1%
2387.91	3	< 0.1%
2387.92	9	< 0.1%
2387.93	16	0.1%
2387.94	33	0.2%
2387.95	72	0.3%
2387.96	145	0.7%
2387.97	201	1.0%
2387.98	339	1.6%
2387.99	426	2.1%

Value	Count	Frequency (%)
2388.56	1	< 0.1%
2388.52	1	< 0.1%
2388.5	1	< 0.1%
2388.46	1	< 0.1%
2388.44	2	< 0.1%
2388.37	1	< 0.1%
2388.36	1	< 0.1%
2388.35	2	< 0.1%
2388.34	13	0.1%
2388.33	13	0.1%

Tag9
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	6403
Distinct (%)	31.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9065.242941

Minimum	9021.73
Maximum	9244.59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	9021.73
5-th percentile	9042.55
Q1	9053.1
median	9060.66
Q3	9069.42
95-th percentile	9109.98
Maximum	9244.59
Range	222.86
Interquartile range (IQR)	16.32

Descriptive statistics

Standard deviation	22.08287953
Coefficient of variation (CV)	0.002435994233
Kurtosis	9.378681311
Mean	9065.242941
Median Absolute Deviation (MAD)	8.13
Skewness	2.555364867
Sum	187025027.1
Variance	487.6535681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9058.88	16	0.1%
9060.37	15	0.1%
9060.55	15	0.1%
9056.86	15	0.1%
9063.22	15	0.1%
9060.87	15	0.1%
9054.54	14	0.1%
9061.05	14	0.1%
9057.95	14	0.1%
9065.47	14	0.1%
Other values (6393)	20484	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9021.73	1	< 0.1%
9023.85	1	< 0.1%
9024.27	1	< 0.1%
9024.42	1	< 0.1%
9025.22	1	< 0.1%
9025.29	1	< 0.1%
9026.08	1	< 0.1%
9026.17	1	< 0.1%
9026.19	1	< 0.1%
9026.66	1	< 0.1%

Value	Count	Frequency (%)
9244.59	1	< 0.1%
9239.76	1	< 0.1%
9228.53	1	< 0.1%
9226.6	1	< 0.1%
9224.87	1	< 0.1%
9224.53	1	< 0.1%
9223.56	1	< 0.1%
9221.31	1	< 0.1%
9220.88	1	< 0.1%
9219.81	1	< 0.1%

Tag10
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	161.3 KiB

1.3	20631

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.3
2nd row	1.3
3rd row	1.3
4th row	1.3
5th row	1.3

Common Values

Value	Count	Frequency (%)
1.3	20631	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.3	20631	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Tag11
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	159
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.54116815

Minimum	46.85
Maximum	48.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	46.85
5-th percentile	47.15
Q1	47.35
median	47.51
Q3	47.7
95-th percentile	48.045
Maximum	48.53
Range	1.68
Interquartile range (IQR)	0.35

Descriptive statistics

Standard deviation	0.2670873986
Coefficient of variation (CV)	0.005618023474
Kurtosis	-0.1721918817
Mean	47.54116815
Median Absolute Deviation (MAD)	0.18
Skewness	0.4693290936
Sum	980821.84
Variance	0.07133567851
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47.46	341	1.7%
47.57	338	1.6%
47.49	332	1.6%
47.45	332	1.6%
47.47	331	1.6%
47.52	326	1.6%
47.37	321	1.6%
47.48	319	1.5%
47.44	318	1.5%
47.43	311	1.5%
Other values (149)	17362	84.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46.85	1	< 0.1%
46.86	3	< 0.1%
46.88	2	< 0.1%
46.89	1	< 0.1%
46.9	1	< 0.1%
46.91	1	< 0.1%
46.92	3	< 0.1%
46.93	3	< 0.1%
46.94	6	< 0.1%
46.95	6	< 0.1%

Value	Count	Frequency (%)
48.53	1	< 0.1%
48.52	1	< 0.1%
48.48	1	< 0.1%
48.43	1	< 0.1%
48.41	4	< 0.1%
48.4	4	< 0.1%
48.39	3	< 0.1%
48.38	1	< 0.1%
48.37	2	< 0.1%
48.35	5	< 0.1%

Tag12
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	427
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	521.41347

Minimum	518.69
Maximum	523.38
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	518.69
5-th percentile	520.04
Q1	520.96
median	521.48
Q3	521.95
95-th percentile	522.5
Maximum	523.38
Range	4.69
Interquartile range (IQR)	0.99

Descriptive statistics

Standard deviation	0.7375533922
Coefficient of variation (CV)	0.001414526925
Kurtosis	-0.1449165712
Mean	521.41347
Median Absolute Deviation (MAD)	0.5
Skewness	-0.4424072433
Sum	10757281.3
Variance	0.5439850064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
521.63	143	0.7%
521.42	136	0.7%
521.35	131	0.6%
521.56	129	0.6%
521.66	126	0.6%
521.54	125	0.6%
521.69	124	0.6%
521.5	123	0.6%
521.46	121	0.6%
521.43	121	0.6%
Other values (417)	19352	93.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
518.69	1	< 0.1%
518.83	2	< 0.1%
518.94	1	< 0.1%
518.95	1	< 0.1%
518.98	1	< 0.1%
518.99	1	< 0.1%
519.01	1	< 0.1%
519.02	1	< 0.1%
519.03	1	< 0.1%
519.06	2	< 0.1%

Value	Count	Frequency (%)
523.38	2	< 0.1%
523.35	1	< 0.1%
523.31	1	< 0.1%
523.27	1	< 0.1%
523.26	2	< 0.1%
523.25	1	< 0.1%
523.24	1	< 0.1%
523.23	1	< 0.1%
523.21	1	< 0.1%
523.2	1	< 0.1%

Tag13
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	56
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2388.096152

Minimum	2387.88
Maximum	2388.56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	2387.88
5-th percentile	2387.99
Q1	2388.04
median	2388.09
Q3	2388.14
95-th percentile	2388.23
Maximum	2388.56
Range	0.68
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.0719189157
Coefficient of variation (CV)	3.011558627 × 10^-5
Kurtosis	0.3872437577
Mean	2388.096152
Median Absolute Deviation (MAD)	0.05
Skewness	0.469792422
Sum	49268811.72
Variance	0.005172330435
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2388.1	1164	5.6%
2388.09	1144	5.5%
2388.08	1129	5.5%
2388.11	1127	5.5%
2388.07	1112	5.4%
2388.12	1099	5.3%
2388.06	1005	4.9%
2388.05	987	4.8%
2388.13	976	4.7%
2388.04	952	4.6%
Other values (46)	9936	48.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2387.88	1	< 0.1%
2387.89	1	< 0.1%
2387.9	1	< 0.1%
2387.91	2	< 0.1%
2387.92	12	0.1%
2387.93	19	0.1%
2387.94	54	0.3%
2387.95	95	0.5%
2387.96	170	0.8%
2387.97	219	1.1%

Value	Count	Frequency (%)
2388.56	1	< 0.1%
2388.55	1	< 0.1%
2388.54	1	< 0.1%
2388.49	1	< 0.1%
2388.44	1	< 0.1%
2388.39	2	< 0.1%
2388.37	3	< 0.1%
2388.36	6	< 0.1%
2388.35	7	< 0.1%
2388.34	8	< 0.1%

Tag14
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	6078
Distinct (%)	29.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8143.752722

Minimum	8099.94
Maximum	8293.72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	8099.94
5-th percentile	8122.505
Q1	8133.245
median	8140.54
Q3	8148.31
95-th percentile	8181.405
Maximum	8293.72
Range	193.78
Interquartile range (IQR)	15.065

Descriptive statistics

Standard deviation	19.07617598
Coefficient of variation (CV)	0.002342430649
Kurtosis	8.85466446
Mean	8143.752722
Median Absolute Deviation (MAD)	7.54
Skewness	2.372553647
Sum	168013762.4
Variance	363.9004899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8138.89	17	0.1%
8141.85	17	0.1%
8136.89	16	0.1%
8140.79	15	0.1%
8140.65	15	0.1%
8140.49	15	0.1%
8140.33	15	0.1%
8140.89	15	0.1%
8136.69	15	0.1%
8140.97	15	0.1%
Other values (6068)	20476	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8099.94	1	< 0.1%
8101.49	1	< 0.1%
8102.82	1	< 0.1%
8103.27	1	< 0.1%
8103.77	1	< 0.1%
8103.98	1	< 0.1%
8104.46	1	< 0.1%
8104.78	1	< 0.1%
8104.82	1	< 0.1%
8105.22	1	< 0.1%

Value	Count	Frequency (%)
8293.72	1	< 0.1%
8290.25	1	< 0.1%
8289.63	1	< 0.1%
8288.26	1	< 0.1%
8282.5	1	< 0.1%
8279.86	1	< 0.1%
8279.79	1	< 0.1%
8276.2	1	< 0.1%
8274.65	1	< 0.1%
8273.15	1	< 0.1%

Tag15
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1918
Distinct (%)	9.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.442145582

Minimum	8.3249
Maximum	8.5848
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	8.3249
5-th percentile	8.3859
Q1	8.4149
median	8.4389
Q3	8.4656
95-th percentile	8.511
Maximum	8.5848
Range	0.2599
Interquartile range (IQR)	0.0507

Descriptive statistics

Standard deviation	0.03750503795
Coefficient of variation (CV)	0.004442595498
Kurtosis	-0.1214299983
Mean	8.442145582
Median Absolute Deviation (MAD)	0.0252
Skewness	0.3882585825
Sum	174169.9055
Variance	0.001406627872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.4309	38	0.2%
8.4318	37	0.2%
8.4468	36	0.2%
8.4442	35	0.2%
8.4128	34	0.2%
8.4453	32	0.2%
8.4446	32	0.2%
8.4371	31	0.2%
8.4209	31	0.2%
8.4226	31	0.2%
Other values (1908)	20294	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8.3249	1	< 0.1%
8.3279	1	< 0.1%
8.3303	1	< 0.1%
8.3358	2	< 0.1%
8.3365	1	< 0.1%
8.3387	1	< 0.1%
8.34	1	< 0.1%
8.3409	1	< 0.1%
8.3427	1	< 0.1%
8.3428	1	< 0.1%

Value	Count	Frequency (%)
8.5848	1	< 0.1%
8.5836	1	< 0.1%
8.5678	1	< 0.1%
8.5671	1	< 0.1%
8.5668	1	< 0.1%
8.5665	1	< 0.1%
8.5654	1	< 0.1%
8.5648	1	< 0.1%
8.5646	1	< 0.1%
8.5641	1	< 0.1%

Tag16
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	161.3 KiB

0.03	20631

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.03
2nd row	0.03
3rd row	0.03
4th row	0.03
5th row	0.03

Common Values

Value	Count	Frequency (%)
0.03	20631	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.03	20631	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Tag17
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	393.2106539

Minimum	388
Maximum	400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	388
5-th percentile	391
Q1	392
median	393
Q3	394
95-th percentile	396
Maximum	400
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.548763025
Coefficient of variation (CV)	0.003938761601
Kurtosis	-0.0391740435
Mean	393.2106539
Median Absolute Deviation (MAD)	1
Skewness	0.3531256609
Sum	8112329
Variance	2.398666906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
393	5445	26.4%
392	4578	22.2%
394	4063	19.7%
395	2339	11.3%
391	2022	9.8%
396	1185	5.7%
390	452	2.2%
397	436	2.1%
398	72	0.3%
389	30	0.1%
Other values (3)	9	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
388	1	< 0.1%
389	30	0.1%
390	452	2.2%
391	2022	9.8%
392	4578	22.2%
393	5445	26.4%
394	4063	19.7%
395	2339	11.3%
396	1185	5.7%
397	436	2.1%

Value	Count	Frequency (%)
400	1	< 0.1%
399	7	< 0.1%
398	72	0.3%
397	436	2.1%
396	1185	5.7%
395	2339	11.3%
394	4063	19.7%
393	5445	26.4%
392	4578	22.2%
391	2022	9.8%

Tag18
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	161.3 KiB

2388	20631

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2388
2nd row	2388
3rd row	2388
4th row	2388
5th row	2388

Common Values

Value	Count	Frequency (%)
2388	20631	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
2388	20631	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Tag19
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	161.3 KiB

100.0	20631

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	100.0
2nd row	100.0
3rd row	100.0
4th row	100.0
5th row	100.0

Common Values

Value	Count	Frequency (%)
100.0	20631	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
100.0	20631	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Tag20
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	120
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.81627066

Minimum	38.14
Maximum	39.43
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	38.14
5-th percentile	38.49
Q1	38.7
median	38.83
Q3	38.95
95-th percentile	39.09
Maximum	39.43
Range	1.29
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	0.1807464279
Coefficient of variation (CV)	0.004656460417
Kurtosis	-0.1128291058
Mean	38.81627066
Median Absolute Deviation (MAD)	0.12
Skewness	-0.3584452022
Sum	800818.48
Variance	0.03266927119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38.86	485	2.4%
38.89	476	2.3%
38.82	472	2.3%
38.87	460	2.2%
38.85	458	2.2%
38.83	457	2.2%
38.84	455	2.2%
38.88	452	2.2%
38.81	447	2.2%
38.8	447	2.2%
Other values (110)	16022	77.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
38.14	1	< 0.1%
38.16	1	< 0.1%
38.18	1	< 0.1%
38.19	1	< 0.1%
38.2	1	< 0.1%
38.21	1	< 0.1%
38.22	3	< 0.1%
38.23	5	< 0.1%
38.24	7	< 0.1%
38.25	9	< 0.1%

Value	Count	Frequency (%)
39.43	1	< 0.1%
39.41	1	< 0.1%
39.34	1	< 0.1%
39.32	1	< 0.1%
39.31	2	< 0.1%
39.3	2	< 0.1%
39.29	3	< 0.1%
39.28	1	< 0.1%
39.27	10	< 0.1%
39.26	7	< 0.1%

Tag21
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4745
Distinct (%)	23.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.28970536

Minimum	22.8942
Maximum	23.6184
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	161.3 KiB

Quantile statistics

Minimum	22.8942
5-th percentile	23.09345
Q1	23.2218
median	23.2979
Q3	23.3668
95-th percentile	23.4535
Maximum	23.6184
Range	0.7242
Interquartile range (IQR)	0.145

Descriptive statistics

Standard deviation	0.1082508747
Coefficient of variation (CV)	0.004648013921
Kurtosis	-0.1170394481
Mean	23.28970536
Median Absolute Deviation (MAD)	0.0724
Skewness	-0.3503749622
Sum	480489.9113
Variance	0.01171825188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.3222	23	0.1%
23.3029	17	0.1%
23.2896	16	0.1%
23.3725	16	0.1%
23.371	15	0.1%
23.3491	15	0.1%
23.3497	15	0.1%
23.3315	15	0.1%
23.3002	15	0.1%
23.3309	15	0.1%
Other values (4735)	20469	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22.8942	1	< 0.1%
22.9071	1	< 0.1%
22.9122	1	< 0.1%
22.9305	1	< 0.1%
22.9333	1	< 0.1%
22.9337	1	< 0.1%
22.9364	1	< 0.1%
22.9396	2	< 0.1%
22.9398	1	< 0.1%
22.9402	1	< 0.1%

Value	Count	Frequency (%)
23.6184	1	< 0.1%
23.6127	1	< 0.1%
23.6064	1	< 0.1%
23.6005	1	< 0.1%
23.5983	1	< 0.1%
23.589	1	< 0.1%
23.5862	2	< 0.1%
23.5858	1	< 0.1%
23.5825	1	< 0.1%
23.5791	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Asset id	runtime	setting_1	setting_2	setting_3	Tag1	Tag2	Tag3	Tag4	Tag5	Tag6	Tag7	Tag8	Tag9	Tag10	Tag11	Tag12	Tag13	Tag14	Tag15	Tag16	Tag17	Tag18	Tag19	Tag20	Tag21
0	1	1	-0.0007	-0.0004	100.0	518.67	641.82	1589.70	1400.60	14.62	21.61	554.36	2388.06	9046.19	1.3	47.47	521.66	2388.02	8138.62	8.4195	0.03	392	2388	100.0	39.06	23.4190
1	1	2	0.0019	-0.0003	100.0	518.67	642.15	1591.82	1403.14	14.62	21.61	553.75	2388.04	9044.07	1.3	47.49	522.28	2388.07	8131.49	8.4318	0.03	392	2388	100.0	39.00	23.4236
2	1	3	-0.0043	0.0003	100.0	518.67	642.35	1587.99	1404.20	14.62	21.61	554.26	2388.08	9052.94	1.3	47.27	522.42	2388.03	8133.23	8.4178	0.03	390	2388	100.0	38.95	23.3442
3	1	4	0.0007	0.0000	100.0	518.67	642.35	1582.79	1401.87	14.62	21.61	554.45	2388.11	9049.48	1.3	47.13	522.86	2388.08	8133.83	8.3682	0.03	392	2388	100.0	38.88	23.3739
4	1	5	-0.0019	-0.0002	100.0	518.67	642.37	1582.85	1406.22	14.62	21.61	554.00	2388.06	9055.15	1.3	47.28	522.19	2388.04	8133.80	8.4294	0.03	393	2388	100.0	38.90	23.4044
5	1	6	-0.0043	-0.0001	100.0	518.67	642.10	1584.47	1398.37	14.62	21.61	554.67	2388.02	9049.68	1.3	47.16	521.68	2388.03	8132.85	8.4108	0.03	391	2388	100.0	38.98	23.3669
6	1	7	0.0010	0.0001	100.0	518.67	642.48	1592.32	1397.77	14.62	21.61	554.34	2388.02	9059.13	1.3	47.36	522.32	2388.03	8132.32	8.3974	0.03	392	2388	100.0	39.10	23.3774
7	1	8	-0.0034	0.0003	100.0	518.67	642.56	1582.96	1400.97	14.62	21.61	553.85	2388.00	9040.80	1.3	47.24	522.47	2388.03	8131.07	8.4076	0.03	391	2388	100.0	38.97	23.3106
8	1	9	0.0008	0.0001	100.0	518.67	642.12	1590.98	1394.80	14.62	21.61	553.69	2388.05	9046.46	1.3	47.29	521.79	2388.05	8125.69	8.3728	0.03	392	2388	100.0	39.05	23.4066
9	1	10	-0.0033	0.0001	100.0	518.67	641.71	1591.24	1400.46	14.62	21.61	553.59	2388.05	9051.70	1.3	47.03	521.79	2388.06	8129.38	8.4286	0.03	393	2388	100.0	38.95	23.4694

Last rows

	Asset id	runtime	setting_1	setting_2	setting_3	Tag1	Tag2	Tag3	Tag4	Tag5	Tag6	Tag7	Tag8	Tag9	Tag10	Tag11	Tag12	Tag13	Tag14	Tag15	Tag16	Tag17	Tag18	Tag19	Tag20	Tag21
20621	100	191	-0.0005	-0.0000	100.0	518.67	643.69	1610.87	1427.19	14.62	21.61	551.78	2388.26	9068.90	1.3	48.07	519.80	2388.28	8143.56	8.5092	0.03	398	2388	100.0	38.39	23.1218
20622	100	192	-0.0009	0.0001	100.0	518.67	643.53	1601.23	1419.48	14.62	21.61	551.14	2388.17	9060.45	1.3	48.18	520.59	2388.21	8143.46	8.4892	0.03	397	2388	100.0	38.56	23.0770
20623	100	193	-0.0001	0.0002	100.0	518.67	643.09	1599.81	1428.93	14.62	21.61	552.04	2388.29	9067.57	1.3	48.19	520.11	2388.19	8142.02	8.5424	0.03	397	2388	100.0	38.47	23.0230
20624	100	194	-0.0011	0.0003	100.0	518.67	643.72	1597.29	1427.41	14.62	21.61	551.99	2388.23	9068.85	1.3	48.12	519.55	2388.22	8139.67	8.5215	0.03	394	2388	100.0	38.38	23.1324
20625	100	195	-0.0002	-0.0001	100.0	518.67	643.41	1600.04	1431.90	14.62	21.61	551.42	2388.23	9069.69	1.3	48.22	519.71	2388.28	8142.90	8.5519	0.03	394	2388	100.0	38.14	23.1923
20626	100	196	-0.0004	-0.0003	100.0	518.67	643.49	1597.98	1428.63	14.62	21.61	551.43	2388.19	9065.52	1.3	48.07	519.49	2388.26	8137.60	8.4956	0.03	397	2388	100.0	38.49	22.9735
20627	100	197	-0.0016	-0.0005	100.0	518.67	643.54	1604.50	1433.58	14.62	21.61	550.86	2388.23	9065.11	1.3	48.04	519.68	2388.22	8136.50	8.5139	0.03	395	2388	100.0	38.30	23.1594
20628	100	198	0.0004	0.0000	100.0	518.67	643.42	1602.46	1428.18	14.62	21.61	550.94	2388.24	9065.90	1.3	48.09	520.01	2388.24	8141.05	8.5646	0.03	398	2388	100.0	38.44	22.9333
20629	100	199	-0.0011	0.0003	100.0	518.67	643.23	1605.26	1426.53	14.62	21.61	550.68	2388.25	9073.72	1.3	48.39	519.67	2388.23	8139.29	8.5389	0.03	395	2388	100.0	38.29	23.0640
20630	100	200	-0.0032	-0.0005	100.0	518.67	643.85	1600.38	1432.14	14.62	21.61	550.79	2388.26	9061.48	1.3	48.20	519.30	2388.26	8137.33	8.5036	0.03	396	2388	100.0	38.37	23.0522

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script